Deep learning techniques for advanced textual and audio-visual media understanding

• Invited talk at AudioCHI workshop co-located at CHIIR 2022 (2022)
• Invited and accepted to join the IEEE ICMLA 2022 conference as part of the program committee. https://www.icmla-conference.org/icmla22/pcm.html - the website contains the list of the people on the program committee (among which my name and affiliation). (2022)
• Attività didattica 2021/2022 (2022)
• Attivita di didattica attiva (AA 2020/2021) per i seguenti corsi di Laurea: Basi di Dati (LT) 14AFQPL - Ing. Gestionale - 24 ore di esercitazioni in laboratorio Basi di Dati (LT) 14AFQOA - Ing. Informatica - 10.5h di esercitazioni in laboratorio + 1.5h Tutoraggio + 12h di esercitazioni in aula Advanced data bases (M2) 01VFVTJ - ARTIFICIAL INTELLIGENCE & CLOUD: HANDS-ON INNOVATION - 9h di Esercitazioni in Laboratorio (2021)
• Attività di divulgazione della mia tematica di ricerca in un talk da 30 minuti. (2021)
• Attivita di didattica attiva (AA 2019/2020) per i seguenti corsi di Laurea: Basi di Dati (LT) - Ing. Gestionale 14AFQPL - 24 ore di esercitazioni in laboratorio Basi di Dati (LT) - Ing. Informatica 14AFQOA - 10.5h di esercitazioni in laboratorio + 18h Tutoraggio Data management and visualization (LM) 01TXASM - Data management and visualization - 7.5h di Tutoraggio in laboratorio (2021)
• Participation in The Sound of AI Hackathon with two colleagues from Politecnico di Torino. Our team was the winner for the most marketable solution. (2022)

Master of Science

• Data management and visualization. A.A. 2019/20, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Deep natural language processing. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Bachelor of Science

• Basi di dati. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
• Basi di dati. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
• Basi di dati. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
• Basi di dati. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
• Basi di dati. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
• Basi di dati. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso

• Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo (2022)
  ViPER: Video-based Perceiver for Emotion Recognition. In: Multimodal Sentiment Analysis Challenge (MuSe 2022), Lisbon (PT), October 10-15, 2022, pp. 67-73
  Contributo in Atti di Convegno (Proceeding)
• LA QUATRA, Moreno; Cagliero, Luca (2022)
  Transformer-based highlights extraction from scientific papers. In: KNOWLEDGE-BASED SYSTEMS, vol. 252. ISSN 1872-7409
  Contributo su Rivista
• Raus, Rachele; Tonti, Michela; Cerquitelli, Tania; Cagliero, Luca; Attanasio, Giuseppe; ... (2022)
  L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive : le projet EMIMIC. In: 8e Congrès Mondial de Linguistique Française. ISSN 2261-2424
  Contributo in Atti di Convegno (Proceeding)
• LA QUATRA, Moreno (2022)
  Deep Learning for Natural Language Understanding and Summarization. relatore: CAGLIERO, LUCA; , 34. XXXIV Ciclo, P.: 149
  Doctoral Thesis
• Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; ... (2022)
  How Much Attention Should we Pay to Mosquitoes?. In: Computational Paralinguistics ChallengE 2022 (ComParE 2022), Lisbon (PT), October 10-14, 2022, pp. 7135-7139. ISBN: 978-1-4503-9203-7
  Contributo in Atti di Convegno (Proceeding)
• Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; ... (2022)
  Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers’ Genders. In: Multimodal Sentiment Analysis Challenge (MuSe 2022), Lisbon (PT), October 10 2022, pp. 89-94
  Contributo in Atti di Convegno (Proceeding)
• Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo (2022)
  Leveraging multimodal content for podcast summarization. In: ACM/SIGAPP Symposium on Applied Computing, Virtual, Online, April 25th 2022 - April 29th 2022, pp. 863-870
  Contributo in Atti di Convegno (Proceeding)
• Attanasio, Giuseppe; Greco, Salvatore; LA QUATRA, Moreno; Cagliero, Luca; Tonti, ... (2021)
  E-MIMIC: Empowering Multilingual Inclusive Communication. In: First International Workshop on Data science for equality, inclusion and well-being challenges, Virtual, Online, 15-18 December 2021, pp. 4227-4234
  Contributo in Atti di Convegno (Proceeding)
• Cagliero, Luca; LA QUATRA, Moreno; Garza, Paolo; Baralis, ELENA MARIA (2021)
  Cross-lingual timeline summarization. In: 2021 IEEE Fourth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), Virtual, Online, 1-3 December 2021, pp. 45-53. ISBN: 978-1-6654-3736-3
  Contributo in Atti di Convegno (Proceeding)
• LA QUATRA, Moreno; Cagliero, Luca; Baralis, ELENA MARIA; Messina, Alberto; Montagnuolo, ... (2021)
  Summarize Dates First: A Paradigm Shift in Timeline Summarization. In: ACM SIGIR 2021, Virtual, Online, 11 July 2021 - 15 July 2021, pp. 418-427. ISBN: 978-145038037-9
  Contributo in Atti di Convegno (Proceeding)
• La Quatra, M.; Cagliero, L.; Baralis, E. (2021)
  Leveraging full-text article exploration for citation analysis. In: SCIENTOMETRICS, vol. 126, pp. 8275-8293. ISSN 0138-9130
  Contributo su Rivista
• Cagliero, Luca; LA QUATRA, Moreno (2021)
  Inferring multilingual domain-specific word embeddings from large document corpora. In: IEEE ACCESS, vol. 9, pp. 137309-137321. ISSN 2169-3536
  Contributo su Rivista
• Cagliero, Luca; LA QUATRA, Moreno (2021)
  Automatic slides generation in the absence of training data. In: IEEE Annual International Computer Software and Applications Conference (COMPSAC), Virtual, Online, July 12-16, 2021, pp. 103-108
  Contributo in Atti di Convegno (Proceeding)
• Cagliero, L.; La Quatra, M.; Apiletti, D. (2020)
  From Hotel Reviews to City Similarities: A Unified Latent-Space Model. In: ELECTRONICS, vol. 9, pp. 1-16. ISSN 2079-9292
  Contributo su Rivista
• Cagliero, L.; La Quatra, M. (2020)
  Extracting highlights of scientific articles: A supervised summarization approach. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 160 (113659). ISSN 0957-4174
  Contributo su Rivista
• La Quatra, M.; Cagliero, L.; Baralis, E. (2020)
  Exploiting pivot words to classify and summarize discourse facets of scientific papers. In: SCIENTOMETRICS, vol. 125, pp. 3139-3157. ISSN 0138-9130
  Contributo su Rivista
• La Quatra, Moreno; Cagliero, Luca (2020)
  End-to-end Training For Financial Report Summarization. In: FNP @ COLING 2020, Barcelona, Spain (Online), 8/12/2020 - 13/12/2020, pp. 118-123
  Contributo in Atti di Convegno (Proceeding)